streaming systems jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-02, streaming systems appears in 122 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 24% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-02
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Frequently asked questions about streaming systems
+Is streaming systems in demand in 2026?
Yes. streaming systems appears in 122 job postings indexed by Skillenai over the 90 days ending 2026-07-02, with demand down 24% vs the prior 4 weeks. It is most often required for Software Engineer roles (31% of Software Engineer postings list it).
+What jobs require streaming systems?
According to the Skillenai jobs index over the 90 days ending 2026-07-02, the job titles most likely to require streaming systems are Software Engineer (31% of postings list streaming systems), Data Engineer (7% of postings list streaming systems), Backend Engineer (4% of postings list streaming systems).
+What skills are commonly paired with streaming systems?
Across job postings indexed by Skillenai (90 days ending 2026-07-02), streaming systems most often appears alongside Python, Distributed systems, AWS, observability, Kubernetes.
+Where is streaming systems most in demand?
As of 2026-07-02, the metro areas posting the most jobs requiring streaming systems are New York City, San Francisco, Bengaluru, London, Toronto, according to the Skillenai jobs index.
+How can I keep up with new streaming systems content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning streaming systems alongside the jobs index. You can subscribe to a daily email digest of new streaming systems content from your Skillenai account.
Weekly job postings requiring streaming systems — last 90 days
Job titles most likely to require streaming systems
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 38 | 31.1% |
| Data Engineer | 9 | 7.4% |
| Backend Engineer | 5 | 4.1% |
| Machine Learning Engineer | 4 | 3.3% |
| Principal Software Engineer | 4 | 3.3% |
| Staff Engineer | 4 | 3.3% |
| Data Platform Engineer | 3 | 2.5% |
| Engineering Lead | 3 | 2.5% |
| Engineering Manager | 3 | 2.5% |
| ML Infrastructure Engineer | 3 | 2.5% |
Top metros hiring for streaming systems
| Name | Postings | Share |
|---|---|---|
| New York City | 9 | 7.4% |
| San Francisco | 8 | 6.6% |
| Bengaluru | 6 | 4.9% |
| London | 5 | 4.1% |
| Toronto | 4 | 3.3% |
| Berlin | 3 | 2.5% |
| Cambridge | 3 | 2.5% |
| Los Angeles | 3 | 2.5% |
| Tel Aviv | 3 | 2.5% |
Skills commonly paired with streaming systems
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-02. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 2d23dd61ecc2e9e8
- data_as_of
- 2026-07-02
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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